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机器学习 · GitHub

发现模型训练、评估与推理框架,比较深度学习和机器学习项目的社区关注度。

实用 GitHub 项目

4,667 个项目

phonon

fermionresearch

338星标

Phonon: open speech recognition models (Phonon-2, Phonon-1) — CLI, CPU and CUDA images

机器学习PythonApache-2.0GitHub

GRACE

ForeverBlue816

213星标
GRACE preview

[ICML 2026] GRACE: deployable INT4 VLM via quantization-aware distillation.

机器学习Jupyter NotebookApache-2.0GitHub

FractalAndroid

Fractal-Compute-Orchestrations

4,871星标
FractalAndroid preview

A human-centric, resource-aware Android node for edge computing and federated learning. Orchestrates distributed intelligence with privacy-first localization and empathetic hardware management.

speechloom

fufuchiu

31星标

End-to-end speech model research: waveform encoding, causal decoding, codec tokens, joint losses and streaming.

69星标
glin-profanity preview

Open-source ML-powered profanity filter with TensorFlow.js toxicity detection, leetspeak & Unicode obfuscation resistance. 21M+ ops/sec, 23 languages, React hooks, LRU caching. npm & PyPI.

机器学习TypeScriptMITGitHub

torchax

google

251星标

torchax is a PyTorch frontend for JAX. It gives JAX the ability to author JAX programs using familiar PyTorch syntax. It also provides JAX-Pytorch interoperability, meaning, one can mix JAX & Pytorch syntax together when authoring ML programs, and run it in every hardware JAX can run.

机器学习PythonApache-2.0GitHub
307星标
gradsflow-automl preview

An open-source AutoML Library based on PyTorch

  • 2021-10-7: v0.0.6 Release blog post
  • 2021-10-5: Hacktoberfest 2021 Kickoff event
机器学习PythonApache-2.0GitHub

learnergy

gugarosa

74星标

💡 Learnergy is a Python library for energy-based machine learning models.

机器学习PythonApache-2.0GitHub

AdaptoFlux

gugugu12138

55星标
AdaptoFlux preview

An algorithm that implements intelligence based on a Method pool (a collection containing multiple types of functions). 一种基于方法池(包含多种类型的函数的集合)实现智能的算法

AIGC

Gx664

33星标

免费的本地 AI 率 / AIGC 检测工具箱:拖入论文(PDF/DOCX/TXT)即出整篇 AI 生成占比与段落级高亮,并给出 AI 降重闭环。全程离线推理、论文不上传。9 项方法:SimpleAI 中文 / GLTR 困惑度 / Fast-DetectGPT / DetectGPT / Binoculars。Free, private, offline AI-text detector for theses.

27星标
han-card-tracker preview

斗地主自动记牌器 / Dou Dizhu Auto Card Counter & Tracker。适配不同斗地主游戏窗口, 基于 YOLO 自动识别扑克牌,统计剩余未知牌及三家出牌历史;支持自动/手动布局、CPU/CUDA 推理。

VocabCLI

HighnessAtharva

69星标
VocabCLI preview

Lightweight CLI that allows users to look up word definitions, examples, synonyms and antonyms directly via the command line. The app also offers advanced Text Classification and Processing via the use of Natural Language Processing and Machine Learning algorithms.

STCN

hkchengrex

567星标
STCN preview

[NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation

ptlflow

hmorimitsu

563星标

PyTorch Lightning Optical Flow models, scripts, and pretrained weights.

机器学习PythonApache-2.0GitHub

hookprobe

hookprobe

52星标
hookprobe preview

🛡️ Free AI that blocks hackers while you sleep. Runs on cheap hardware. When someone in Tokyo gets attacked, you're protected in 30 seconds. No fees. No experts needed. Just protection. One node's detection → everyone's protection.

893星标
DeepHypergraph preview

A pytorch library for graph and hypergraph computation.

  • Support High-Order Message Passing on Structure: DHG supports pair-wise message passing on the graph structure and beyond-pair-wise message passing on the hypergraph structure.
  • Shared Ecosystem with Pytorch Framework: DHG is built upon Pytorch, and any Pytorch-based models can be integrated into DHG. If you are familiar with Pytorch, you can easily use DHG.
机器学习PythonApache-2.0GitHub

kaira

ipc-lab

63星标
kaira preview

A PyTorch-based toolkit for simulating communication systems

  • Research-Oriented: Designed to accelerate communications research.
  • Versatility: Compatible with various data types and neural network architectures.